PyBench
This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.
Project Site
svn.python.orgTest Created
6 December 2010Last Updated
17 January 2019Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
2 SecondsAverage Run Time
2 Minutes, 52 SecondsTest Dependencies
PythonAccolades
200k+ Downloads + 10k+ Public Benchmark ResultsSupported Platforms
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 18 December 2024.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:PyBench 2018-02-16
Total For Average Test Times
OpenBenchmarking.org metrics for this test profile configuration based on 8,831 public results since 18 February 2018 with the latest data as of 16 December 2024.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 3 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.
Does It Scale Well With Increasing Cores?
Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
Tested CPU Architectures
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
Recent Test Results
Compare
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1 System - 1 Benchmark Result |
AMD Ryzen 5 9600X 6-Core - MSI PRO B650M-P - AMD Device 14d8 Ubuntu 22.04 - 6.12.2-061202-generic - GNOME Shell 42.9 |
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1 System - 15 Benchmark Results |
AMD Ryzen 7 9700X 8-Core - ASUS ROG CROSSHAIR X670E GENE - 2 x 32768MB 6000MHz G Skill F5-6000J3040G32G Microsoft Windows 11 Pro Build 22631 - 10.0.22631.4460 - 566.03 |
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1 System - 1 Benchmark Result |
AMD Ryzen 9 5900X 12-Core - ASRock X570 Steel Legend - AMD Starship Ubuntu 22.04 - 6.8.0-49-generic - GNOME Shell 42.9 |
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1 System - 15 Benchmark Results |
AMD Ryzen 7 7800X3D 8-Core - ASUS ROG CROSSHAIR X670E GENE - 2 x 32768MB 6000MHz F5-6000J3040G32G Microsoft Windows 11 Pro Build 22631 - 10.0.22631.4460 - 566.03 |
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3 Systems - 33 Benchmark Results |
Apple M4 Max - Apple MacBook Pro - 48GB macOS 15.1.1 - 24.1.0 - X Server |
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1 System - 1 Benchmark Result |
Intel Core i7-8750H - 6144MB - 2GB Virtual Disk + 1100GB Virtual Disk Ubuntu 20.04.6 LTS - 5.15.153.1-microsoft-standard-WSL2 - GCC 9.4.0 |
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10 Systems - 51 Benchmark Results |
Intel Core i7-8086K - ASUS PRIME Z370-A - Intel Device 3ec2 openSUSE Tumbleweed 20180703 - 4.17.3-1-default - KDE Plasma 5.13.2 |
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9 Systems - 51 Benchmark Results |
Intel Core i7-8086K - ASUS PRIME Z370-A - Intel Device 3ec2 Solus 3.9999 - 4.17.2-78.current - Budgie |
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1 System - 1 Benchmark Result |
Intel Core i7-8750H - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.4.0-198-generic - X Server |
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1 System - 1 Benchmark Result |
AMD EPYC 9K84 96-Core - Tencent Cloud CVM v3.0 - Intel 82G33 TencentOS Server 3.1 - 5.4.119-19-0009.11 - NVIDIA |
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2 Systems - 2 Benchmark Results |
AMD Ryzen 7 3800X 8-Core - ASUS TUF GAMING X570-PLUS_BR - AMD Starship Linuxmint 22 - 6.8.0-38-generic - Cinnamon 6.2.7 |
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1 System - 1 Benchmark Result |
AMD Ryzen 7 3800X 8-Core - ASUS TUF GAMING X570-PLUS_BR - AMD Starship Linuxmint 22 - 6.8.0-38-generic - Cinnamon 6.2.7 |
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1 System - 1 Benchmark Result |
Apple M1 - Apple Mac mini - Apple Silicon Ubuntu 24.10 - 6.11.0-1001-asahi-arm - GNOME Shell 47.0 |
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1 System - 1 Benchmark Result |
Apple M1 - Apple Mac mini - Apple Silicon Ubuntu 24.10 - 6.11.0-1001-asahi-arm - GNOME Shell 47.0 |
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1 System - 1 Benchmark Result |
Apple M1 - Apple Mac mini - Apple Silicon Ubuntu 24.10 - 6.11.0-1001-asahi-arm - GNOME Shell 47.0 |
Most Popular Test Results
Compare
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3 Systems - 14 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
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2 Systems - 29 Benchmark Results |
AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1 |
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16 Systems - 119 Benchmark Results |
Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0 |
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2 Systems - 29 Benchmark Results |
AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1 |
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7 Systems - 28 Benchmark Results |
ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
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4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Fedora 31 - 5.4.15-200.fc31.x86_64 - GNOME Shell 3.34.3 |
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4 Systems - 14 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.18.0-051800-generic - GNOME Shell 42.0 |
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2 Systems - 535 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4 |
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5 Systems - 25 Benchmark Results |
Intel Xeon E3-1280 v5 - MSI MS-7998 1.0 - Intel Xeon E3-1200 v5 DragonFly - 5.4-RELEASE - GCC 8.1 |
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20 Systems - 43 Benchmark Results |
ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
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14 Systems - 36 Benchmark Results |
AMD EPYC 7571 - Amazon EC2 m5a.4xlarge - Intel 440FX 82441FX PMC Ubuntu 18.04 - 4.15.0-1021-aws - GCC 7.3.0 |
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3 Systems - 79 Benchmark Results |
AMD Eng Sample - Gigabyte TRX40 AORUS PRO WIFI - 4 x 32768 MB 3000MHz CMK64GX4M2D3000C16 Microsoft Windows 10 Pro Build 19042 - 10.0 - 27.20.1034.6 |
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2 Systems - 601 Benchmark Results |
2 x Intel Xeon E5-2690 v4 - Intel S2600WTT v.......... - Intel Xeon E7 v4 Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24 |
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8 Systems - 28 Benchmark Results |
ARMv8 Cortex-A57 - jetson-nano - 4096MB Ubuntu 18.04 - 4.9.140-tegra - Unity 7.5.0 |
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16 Systems - 333 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |